Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 1570 |
| Missing cells | 4197 |
| Missing cells (%) | 15.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 208.6 KiB |
| Average record size in memory | 136.1 B |
Variable types
| DateTime | 1 |
|---|---|
| Categorical | 6 |
| Text | 2 |
| Numeric | 8 |
app_id has constant value "com.super.app" | Constant |
app_type has constant value "android" | Constant |
app_name has constant value "Super App 2000" | Constant |
event_name has constant value "super_event" | Constant |
campaign_id is highly imbalanced (71.1%) | Imbalance |
campaign_name is highly imbalanced (71.1%) | Imbalance |
ad_id has 117 (7.5%) missing values | Missing |
ad_name has 117 (7.5%) missing values | Missing |
impressions has 81 (5.2%) missing values | Missing |
clicks has 81 (5.2%) missing values | Missing |
installs has 744 (47.4%) missing values | Missing |
spend has 81 (5.2%) missing values | Missing |
events_d0 has 744 (47.4%) missing values | Missing |
events_d7 has 744 (47.4%) missing values | Missing |
unique_events_d0 has 744 (47.4%) missing values | Missing |
unique_events_d7 has 744 (47.4%) missing values | Missing |
clicks is highly skewed (γ1 = 22.2504011) | Skewed |
impressions has 165 (10.5%) zeros | Zeros |
clicks has 255 (16.2%) zeros | Zeros |
spend has 140 (8.9%) zeros | Zeros |
events_d0 has 511 (32.5%) zeros | Zeros |
events_d7 has 494 (31.5%) zeros | Zeros |
unique_events_d0 has 511 (32.5%) zeros | Zeros |
unique_events_d7 has 494 (31.5%) zeros | Zeros |
Reproduction
| Analysis started | 2024-07-01 05:37:19.128906 |
|---|---|
| Analysis finished | 2024-07-01 05:37:41.990091 |
| Duration | 22.86 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
summary_date
Date
| Distinct | 61 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.4 KiB |
| Minimum | 2022-06-01 00:00:00 |
|---|---|
| Maximum | 2022-07-31 00:00:00 |
Histogram with fixed size bins (bins=50)
app_id
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.4 KiB |
| com.super.app |
|---|
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 13 |
| Min length | 13 |
Characters and Unicode
| Total characters | 20410 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | com.super.app |
|---|---|
| 2nd row | com.super.app |
| 3rd row | com.super.app |
| 4th row | com.super.app |
| 5th row | com.super.app |
Common Values
| Value | Count | Frequency (%) |
| com.super.app | 1570 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| com.super.app | 1570 |
Most occurring characters
| Value | Count | Frequency (%) |
| p | 4710 | |
| . | 3140 | |
| c | 1570 | 7.7% |
| o | 1570 | 7.7% |
| m | 1570 | 7.7% |
| s | 1570 | 7.7% |
| u | 1570 | 7.7% |
| e | 1570 | 7.7% |
| r | 1570 | 7.7% |
| a | 1570 | 7.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 20410 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| p | 4710 | |
| . | 3140 | |
| c | 1570 | 7.7% |
| o | 1570 | 7.7% |
| m | 1570 | 7.7% |
| s | 1570 | 7.7% |
| u | 1570 | 7.7% |
| e | 1570 | 7.7% |
| r | 1570 | 7.7% |
| a | 1570 | 7.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 20410 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| p | 4710 | |
| . | 3140 | |
| c | 1570 | 7.7% |
| o | 1570 | 7.7% |
| m | 1570 | 7.7% |
| s | 1570 | 7.7% |
| u | 1570 | 7.7% |
| e | 1570 | 7.7% |
| r | 1570 | 7.7% |
| a | 1570 | 7.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 20410 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| p | 4710 | |
| . | 3140 | |
| c | 1570 | 7.7% |
| o | 1570 | 7.7% |
| m | 1570 | 7.7% |
| s | 1570 | 7.7% |
| u | 1570 | 7.7% |
| e | 1570 | 7.7% |
| r | 1570 | 7.7% |
| a | 1570 | 7.7% |
app_type
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.4 KiB |
| android |
|---|
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 10990 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | android |
|---|---|
| 2nd row | android |
| 3rd row | android |
| 4th row | android |
| 5th row | android |
Common Values
| Value | Count | Frequency (%) |
| android | 1570 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| android | 1570 |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 3140 | |
| a | 1570 | |
| n | 1570 | |
| r | 1570 | |
| o | 1570 | |
| i | 1570 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10990 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 3140 | |
| a | 1570 | |
| n | 1570 | |
| r | 1570 | |
| o | 1570 | |
| i | 1570 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10990 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 3140 | |
| a | 1570 | |
| n | 1570 | |
| r | 1570 | |
| o | 1570 | |
| i | 1570 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10990 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 3140 | |
| a | 1570 | |
| n | 1570 | |
| r | 1570 | |
| o | 1570 | |
| i | 1570 |
app_name
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.4 KiB |
| Super App 2000 |
|---|
Length
| Max length | 14 |
|---|---|
| Median length | 14 |
| Mean length | 14 |
| Min length | 14 |
Characters and Unicode
| Total characters | 21980 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Super App 2000 |
|---|---|
| 2nd row | Super App 2000 |
| 3rd row | Super App 2000 |
| 4th row | Super App 2000 |
| 5th row | Super App 2000 |
Common Values
| Value | Count | Frequency (%) |
| Super App 2000 | 1570 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| super | 1570 | |
| app | 1570 | |
| 2000 | 1570 |
Most occurring characters
| Value | Count | Frequency (%) |
| p | 4710 | |
| 0 | 4710 | |
| 3140 | ||
| S | 1570 | 7.1% |
| u | 1570 | 7.1% |
| e | 1570 | 7.1% |
| r | 1570 | 7.1% |
| A | 1570 | 7.1% |
| 2 | 1570 | 7.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 21980 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| p | 4710 | |
| 0 | 4710 | |
| 3140 | ||
| S | 1570 | 7.1% |
| u | 1570 | 7.1% |
| e | 1570 | 7.1% |
| r | 1570 | 7.1% |
| A | 1570 | 7.1% |
| 2 | 1570 | 7.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 21980 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| p | 4710 | |
| 0 | 4710 | |
| 3140 | ||
| S | 1570 | 7.1% |
| u | 1570 | 7.1% |
| e | 1570 | 7.1% |
| r | 1570 | 7.1% |
| A | 1570 | 7.1% |
| 2 | 1570 | 7.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 21980 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| p | 4710 | |
| 0 | 4710 | |
| 3140 | ||
| S | 1570 | 7.1% |
| u | 1570 | 7.1% |
| e | 1570 | 7.1% |
| r | 1570 | 7.1% |
| A | 1570 | 7.1% |
| 2 | 1570 | 7.1% |
campaign_id
Categorical
IMBALANCE
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.4 KiB |
| campaign_16 | |
|---|---|
| campaign_6 | 61 |
| campaign_10 | 61 |
| campaign_9 | 43 |
| campaign_5 | 20 |
| Other values (2) | 12 |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 10.914013 |
| Min length | 10 |
Characters and Unicode
| Total characters | 17135 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | campaign_16 |
|---|---|
| 2nd row | campaign_16 |
| 3rd row | campaign_16 |
| 4th row | campaign_16 |
| 5th row | campaign_16 |
Common Values
| Value | Count | Frequency (%) |
| campaign_16 | 1373 | |
| campaign_6 | 61 | 3.9% |
| campaign_10 | 61 | 3.9% |
| campaign_9 | 43 | 2.7% |
| campaign_5 | 20 | 1.3% |
| campaign_4 | 11 | 0.7% |
| campaign_13 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| campaign_16 | 1373 | |
| campaign_6 | 61 | 3.9% |
| campaign_10 | 61 | 3.9% |
| campaign_9 | 43 | 2.7% |
| campaign_5 | 20 | 1.3% |
| campaign_4 | 11 | 0.7% |
| campaign_13 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 3140 | |
| c | 1570 | |
| m | 1570 | |
| p | 1570 | |
| i | 1570 | |
| g | 1570 | |
| n | 1570 | |
| _ | 1570 | |
| 1 | 1435 | |
| 6 | 1434 | |
| Other values (5) | 136 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 17135 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 3140 | |
| c | 1570 | |
| m | 1570 | |
| p | 1570 | |
| i | 1570 | |
| g | 1570 | |
| n | 1570 | |
| _ | 1570 | |
| 1 | 1435 | |
| 6 | 1434 | |
| Other values (5) | 136 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 17135 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 3140 | |
| c | 1570 | |
| m | 1570 | |
| p | 1570 | |
| i | 1570 | |
| g | 1570 | |
| n | 1570 | |
| _ | 1570 | |
| 1 | 1435 | |
| 6 | 1434 | |
| Other values (5) | 136 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 17135 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 3140 | |
| c | 1570 | |
| m | 1570 | |
| p | 1570 | |
| i | 1570 | |
| g | 1570 | |
| n | 1570 | |
| _ | 1570 | |
| 1 | 1435 | |
| 6 | 1434 | |
| Other values (5) | 136 | 0.8% |
campaign_name
Categorical
IMBALANCE
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.4 KiB |
| Super campaign 16 | |
|---|---|
| Super campaign 6 | 61 |
| Super campaign 10 | 61 |
| Super campaign 9 | 43 |
| Super campaign 5 | 20 |
| Other values (2) | 12 |
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 16.914013 |
| Min length | 16 |
Characters and Unicode
| Total characters | 26555 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Super campaign 16 |
|---|---|
| 2nd row | Super campaign 16 |
| 3rd row | Super campaign 16 |
| 4th row | Super campaign 16 |
| 5th row | Super campaign 16 |
Common Values
| Value | Count | Frequency (%) |
| Super campaign 16 | 1373 | |
| Super campaign 6 | 61 | 3.9% |
| Super campaign 10 | 61 | 3.9% |
| Super campaign 9 | 43 | 2.7% |
| Super campaign 5 | 20 | 1.3% |
| Super campaign 4 | 11 | 0.7% |
| Super campaign 13 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| super | 1570 | |
| campaign | 1570 | |
| 16 | 1373 | |
| 6 | 61 | 1.3% |
| 10 | 61 | 1.3% |
| 9 | 43 | 0.9% |
| 5 | 20 | 0.4% |
| 4 | 11 | 0.2% |
| 13 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| p | 3140 | |
| 3140 | ||
| a | 3140 | |
| S | 1570 | 5.9% |
| m | 1570 | 5.9% |
| n | 1570 | 5.9% |
| g | 1570 | 5.9% |
| u | 1570 | 5.9% |
| i | 1570 | 5.9% |
| c | 1570 | 5.9% |
| Other values (9) | 6145 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 26555 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| p | 3140 | |
| 3140 | ||
| a | 3140 | |
| S | 1570 | 5.9% |
| m | 1570 | 5.9% |
| n | 1570 | 5.9% |
| g | 1570 | 5.9% |
| u | 1570 | 5.9% |
| i | 1570 | 5.9% |
| c | 1570 | 5.9% |
| Other values (9) | 6145 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 26555 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| p | 3140 | |
| 3140 | ||
| a | 3140 | |
| S | 1570 | 5.9% |
| m | 1570 | 5.9% |
| n | 1570 | 5.9% |
| g | 1570 | 5.9% |
| u | 1570 | 5.9% |
| i | 1570 | 5.9% |
| c | 1570 | 5.9% |
| Other values (9) | 6145 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 26555 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| p | 3140 | |
| 3140 | ||
| a | 3140 | |
| S | 1570 | 5.9% |
| m | 1570 | 5.9% |
| n | 1570 | 5.9% |
| g | 1570 | 5.9% |
| u | 1570 | 5.9% |
| i | 1570 | 5.9% |
| c | 1570 | 5.9% |
| Other values (9) | 6145 |
ad_id
Text
MISSING
| Distinct | 54 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 117 |
| Missing (%) | 7.5% |
| Memory size | 12.4 KiB |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.6703372 |
| Min length | 4 |
Characters and Unicode
| Total characters | 14051 |
|---|---|
| Distinct characters | 63 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | ad_16L8hGR |
|---|---|
| 2nd row | ad_16z49oF |
| 3rd row | ad_16DpJ5e |
| 4th row | ad_16sutOl |
| 5th row | ad_16ZEk4H |
| Value | Count | Frequency (%) |
| ad_6 | 61 | 4.2% |
| ad_16n7joh | 42 | 2.9% |
| ad_16sutol | 39 | 2.7% |
| ad_1690b1k | 35 | 2.4% |
| ad_160kffb | 35 | 2.4% |
| ad_16tdi2h | 35 | 2.4% |
| ad_16vaipg | 35 | 2.4% |
| ad_1658mji | 34 | 2.3% |
| ad_16iiljw | 34 | 2.3% |
| ad_162vcyt | 34 | 2.3% |
| Other values (44) | 1069 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1560 | 11.1% |
| d | 1546 | 11.0% |
| 6 | 1535 | 10.9% |
| a | 1511 | 10.8% |
| _ | 1453 | 10.3% |
| R | 230 | 1.6% |
| J | 213 | 1.5% |
| k | 205 | 1.5% |
| 9 | 200 | 1.4% |
| T | 196 | 1.4% |
| Other values (53) | 5402 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14051 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1560 | 11.1% |
| d | 1546 | 11.0% |
| 6 | 1535 | 10.9% |
| a | 1511 | 10.8% |
| _ | 1453 | 10.3% |
| R | 230 | 1.6% |
| J | 213 | 1.5% |
| k | 205 | 1.5% |
| 9 | 200 | 1.4% |
| T | 196 | 1.4% |
| Other values (53) | 5402 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14051 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1560 | 11.1% |
| d | 1546 | 11.0% |
| 6 | 1535 | 10.9% |
| a | 1511 | 10.8% |
| _ | 1453 | 10.3% |
| R | 230 | 1.6% |
| J | 213 | 1.5% |
| k | 205 | 1.5% |
| 9 | 200 | 1.4% |
| T | 196 | 1.4% |
| Other values (53) | 5402 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14051 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1560 | 11.1% |
| d | 1546 | 11.0% |
| 6 | 1535 | 10.9% |
| a | 1511 | 10.8% |
| _ | 1453 | 10.3% |
| R | 230 | 1.6% |
| J | 213 | 1.5% |
| k | 205 | 1.5% |
| 9 | 200 | 1.4% |
| T | 196 | 1.4% |
| Other values (53) | 5402 |
ad_name
Text
MISSING
| Distinct | 54 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 117 |
| Missing (%) | 7.5% |
| Memory size | 12.4 KiB |
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 15.670337 |
| Min length | 10 |
Characters and Unicode
| Total characters | 22769 |
|---|---|
| Distinct characters | 63 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Super AD 16L8hGR |
|---|---|
| 2nd row | Super AD 16z49oF |
| 3rd row | Super AD 16DpJ5e |
| 4th row | Super AD 16sutOl |
| 5th row | Super AD 16ZEk4H |
| Value | Count | Frequency (%) |
| super | 1453 | |
| ad | 1453 | |
| 6 | 61 | 1.4% |
| 16n7joh | 42 | 1.0% |
| 16sutol | 39 | 0.9% |
| 16tdi2h | 35 | 0.8% |
| 16vaipg | 35 | 0.8% |
| 160kffb | 35 | 0.8% |
| 1690b1k | 35 | 0.8% |
| 1658mji | 34 | 0.8% |
| Other values (46) | 1137 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2906 | ||
| u | 1641 | 7.2% |
| D | 1599 | 7.0% |
| p | 1581 | 6.9% |
| A | 1578 | 6.9% |
| S | 1561 | 6.9% |
| 1 | 1560 | 6.9% |
| e | 1547 | 6.8% |
| 6 | 1535 | 6.7% |
| r | 1529 | 6.7% |
| Other values (53) | 5732 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 22769 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2906 | ||
| u | 1641 | 7.2% |
| D | 1599 | 7.0% |
| p | 1581 | 6.9% |
| A | 1578 | 6.9% |
| S | 1561 | 6.9% |
| 1 | 1560 | 6.9% |
| e | 1547 | 6.8% |
| 6 | 1535 | 6.7% |
| r | 1529 | 6.7% |
| Other values (53) | 5732 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 22769 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2906 | ||
| u | 1641 | 7.2% |
| D | 1599 | 7.0% |
| p | 1581 | 6.9% |
| A | 1578 | 6.9% |
| S | 1561 | 6.9% |
| 1 | 1560 | 6.9% |
| e | 1547 | 6.8% |
| 6 | 1535 | 6.7% |
| r | 1529 | 6.7% |
| Other values (53) | 5732 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 22769 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2906 | ||
| u | 1641 | 7.2% |
| D | 1599 | 7.0% |
| p | 1581 | 6.9% |
| A | 1578 | 6.9% |
| S | 1561 | 6.9% |
| 1 | 1560 | 6.9% |
| e | 1547 | 6.8% |
| 6 | 1535 | 6.7% |
| r | 1529 | 6.7% |
| Other values (53) | 5732 |
impressions
Real number (ℝ)
MISSING ZEROS
| Distinct | 1050 |
|---|---|
| Distinct (%) | 70.5% |
| Missing | 81 |
| Missing (%) | 5.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 228917.58 |
| Minimum | 0 |
|---|---|
| Maximum | 5825656 |
| Zeros | 165 |
| Zeros (%) | 10.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 48 |
| median | 4984 |
| Q3 | 74244 |
| 95-th percentile | 1611193.6 |
| Maximum | 5825656 |
| Range | 5825656 |
| Interquartile range (IQR) | 74196 |
Descriptive statistics
| Standard deviation | 622374.42 |
|---|---|
| Coefficient of variation (CV) | 2.7187708 |
| Kurtosis | 23.272587 |
| Mean | 228917.58 |
| Median Absolute Deviation (MAD) | 4984 |
| Skewness | 4.2987887 |
| Sum | 3.4085827 × 108 |
| Variance | 3.8734992 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 165 | 10.5% |
| 4 | 17 | 1.1% |
| 10 | 16 | 1.0% |
| 24 | 13 | 0.8% |
| 2 | 12 | 0.8% |
| 16 | 12 | 0.8% |
| 12 | 12 | 0.8% |
| 14 | 12 | 0.8% |
| 38 | 11 | 0.7% |
| 8 | 11 | 0.7% |
| Other values (1040) | 1208 | |
| (Missing) | 81 | 5.2% |
| Value | Count | Frequency (%) |
| 0 | 165 | |
| 2 | 12 | 0.8% |
| 4 | 17 | 1.1% |
| 6 | 10 | 0.6% |
| 8 | 11 | 0.7% |
| 10 | 16 | 1.0% |
| 12 | 12 | 0.8% |
| 14 | 12 | 0.8% |
| 16 | 12 | 0.8% |
| 18 | 7 | 0.4% |
| Value | Count | Frequency (%) |
| 5825656 | 1 | |
| 5416918 | 1 | |
| 5242288 | 1 | |
| 5159238 | 1 | |
| 4998186 | 1 | |
| 4380112 | 1 | |
| 4268296 | 1 | |
| 3832006 | 1 | |
| 3808492 | 1 | |
| 3805026 | 1 |
clicks
Real number (ℝ)
MISSING SKEWED ZEROS
| Distinct | 615 |
|---|---|
| Distinct (%) | 41.3% |
| Missing | 81 |
| Missing (%) | 5.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5648.4661 |
| Minimum | 0 |
|---|---|
| Maximum | 1215918 |
| Zeros | 255 |
| Zeros (%) | 16.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 90 |
| Q3 | 1288 |
| 95-th percentile | 20852.8 |
| Maximum | 1215918 |
| Range | 1215918 |
| Interquartile range (IQR) | 1282 |
Descriptive statistics
| Standard deviation | 40067.795 |
|---|---|
| Coefficient of variation (CV) | 7.093571 |
| Kurtosis | 604.75505 |
| Mean | 5648.4661 |
| Median Absolute Deviation (MAD) | 90 |
| Skewness | 22.250401 |
| Sum | 8410566 |
| Variance | 1.6054282 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 255 | 16.2% |
| 2 | 75 | 4.8% |
| 4 | 34 | 2.2% |
| 6 | 31 | 2.0% |
| 12 | 25 | 1.6% |
| 10 | 24 | 1.5% |
| 14 | 24 | 1.5% |
| 41214 | 23 | 1.5% |
| 8 | 18 | 1.1% |
| 24 | 17 | 1.1% |
| Other values (605) | 963 | |
| (Missing) | 81 | 5.2% |
| Value | Count | Frequency (%) |
| 0 | 255 | |
| 2 | 75 | 4.8% |
| 4 | 34 | 2.2% |
| 6 | 31 | 2.0% |
| 8 | 18 | 1.1% |
| 10 | 24 | 1.5% |
| 12 | 25 | 1.6% |
| 14 | 24 | 1.5% |
| 16 | 15 | 1.0% |
| 18 | 12 | 0.8% |
| Value | Count | Frequency (%) |
| 1215918 | 1 | |
| 590558 | 1 | |
| 474214 | 1 | |
| 274372 | 1 | |
| 249414 | 1 | |
| 169358 | 1 | |
| 141340 | 1 | |
| 131506 | 1 | |
| 114034 | 1 | |
| 108768 | 1 |
installs
Real number (ℝ)
MISSING
| Distinct | 149 |
|---|---|
| Distinct (%) | 18.0% |
| Missing | 744 |
| Missing (%) | 47.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 954.6707 |
| Minimum | 2 |
|---|---|
| Maximum | 83240 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 12 |
| Q3 | 42 |
| 95-th percentile | 566.5 |
| Maximum | 83240 |
| Range | 83238 |
| Interquartile range (IQR) | 38 |
Descriptive statistics
| Standard deviation | 5317.7026 |
|---|---|
| Coefficient of variation (CV) | 5.5701956 |
| Kurtosis | 91.950542 |
| Mean | 954.6707 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 8.3501999 |
| Sum | 788558 |
| Variance | 28277961 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2 | 168 | 10.7% |
| 4 | 95 | 6.1% |
| 6 | 69 | 4.4% |
| 8 | 43 | 2.7% |
| 10 | 37 | 2.4% |
| 14 | 33 | 2.1% |
| 12 | 30 | 1.9% |
| 16 | 21 | 1.3% |
| 18 | 21 | 1.3% |
| 20 | 17 | 1.1% |
| Other values (139) | 292 | 18.6% |
| (Missing) | 744 |
| Value | Count | Frequency (%) |
| 2 | 168 | |
| 4 | 95 | |
| 6 | 69 | |
| 8 | 43 | 2.7% |
| 10 | 37 | 2.4% |
| 12 | 30 | 1.9% |
| 14 | 33 | 2.1% |
| 16 | 21 | 1.3% |
| 18 | 21 | 1.3% |
| 20 | 17 | 1.1% |
| Value | Count | Frequency (%) |
| 83240 | 1 | |
| 44898 | 1 | |
| 43250 | 1 | |
| 42274 | 1 | |
| 40174 | 1 | |
| 29572 | 1 | |
| 27708 | 1 | |
| 27534 | 1 | |
| 27388 | 1 | |
| 24546 | 1 |
spend
Real number (ℝ)
MISSING ZEROS
| Distinct | 1018 |
|---|---|
| Distinct (%) | 68.4% |
| Missing | 81 |
| Missing (%) | 5.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.666529 |
| Minimum | 0 |
|---|---|
| Maximum | 4803.045 |
| Zeros | 140 |
| Zeros (%) | 8.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0117 |
| median | 0.68965 |
| Q3 | 9.28655 |
| 95-th percentile | 109.90044 |
| Maximum | 4803.045 |
| Range | 4803.045 |
| Interquartile range (IQR) | 9.27485 |
Descriptive statistics
| Standard deviation | 294.34344 |
|---|---|
| Coefficient of variation (CV) | 5.6969851 |
| Kurtosis | 113.32955 |
| Mean | 51.666529 |
| Median Absolute Deviation (MAD) | 0.68965 |
| Skewness | 9.6432718 |
| Sum | 76931.461 |
| Variance | 86638.062 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 140 | 8.9% |
| 0.0013 | 25 | 1.6% |
| 0.00065 | 24 | 1.5% |
| 0.00195 | 24 | 1.5% |
| 0.0065 | 19 | 1.2% |
| 0.0026 | 18 | 1.1% |
| 0.0039 | 18 | 1.1% |
| 0.00715 | 16 | 1.0% |
| 0.00455 | 15 | 1.0% |
| 0.00585 | 15 | 1.0% |
| Other values (1008) | 1175 | |
| (Missing) | 81 | 5.2% |
| Value | Count | Frequency (%) |
| 0 | 140 | |
| 0.00065 | 24 | 1.5% |
| 0.0013 | 25 | 1.6% |
| 0.00195 | 24 | 1.5% |
| 0.0026 | 18 | 1.1% |
| 0.00325 | 13 | 0.8% |
| 0.0039 | 18 | 1.1% |
| 0.00455 | 15 | 1.0% |
| 0.0052 | 9 | 0.6% |
| 0.00585 | 15 | 1.0% |
| Value | Count | Frequency (%) |
| 4803.045 | 1 | |
| 4279.925 | 1 | |
| 3392.415 | 1 | |
| 3284.125 | 1 | |
| 3228.355 | 1 | |
| 2097.745 | 1 | |
| 2081.82 | 1 | |
| 2004.405 | 1 | |
| 1836.12 | 1 | |
| 1825.07 | 1 |
event_name
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.4 KiB |
| super_event |
|---|
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 11 |
| Min length | 11 |
Characters and Unicode
| Total characters | 17270 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | super_event |
|---|---|
| 2nd row | super_event |
| 3rd row | super_event |
| 4th row | super_event |
| 5th row | super_event |
Common Values
| Value | Count | Frequency (%) |
| super_event | 1570 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| super_event | 1570 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4710 | |
| s | 1570 | 9.1% |
| u | 1570 | 9.1% |
| p | 1570 | 9.1% |
| r | 1570 | 9.1% |
| _ | 1570 | 9.1% |
| v | 1570 | 9.1% |
| n | 1570 | 9.1% |
| t | 1570 | 9.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 17270 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 4710 | |
| s | 1570 | 9.1% |
| u | 1570 | 9.1% |
| p | 1570 | 9.1% |
| r | 1570 | 9.1% |
| _ | 1570 | 9.1% |
| v | 1570 | 9.1% |
| n | 1570 | 9.1% |
| t | 1570 | 9.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 17270 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 4710 | |
| s | 1570 | 9.1% |
| u | 1570 | 9.1% |
| p | 1570 | 9.1% |
| r | 1570 | 9.1% |
| _ | 1570 | 9.1% |
| v | 1570 | 9.1% |
| n | 1570 | 9.1% |
| t | 1570 | 9.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 17270 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 4710 | |
| s | 1570 | 9.1% |
| u | 1570 | 9.1% |
| p | 1570 | 9.1% |
| r | 1570 | 9.1% |
| _ | 1570 | 9.1% |
| v | 1570 | 9.1% |
| n | 1570 | 9.1% |
| t | 1570 | 9.1% |
events_d0
Real number (ℝ)
MISSING ZEROS
| Distinct | 34 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 744 |
| Missing (%) | 47.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.3220339 |
| Minimum | 0 |
|---|---|
| Maximum | 82 |
| Zeros | 511 |
| Zeros (%) | 32.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 26 |
| Maximum | 82 |
| Range | 82 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 10.845378 |
|---|---|
| Coefficient of variation (CV) | 2.5093228 |
| Kurtosis | 15.929108 |
| Mean | 4.3220339 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.7717377 |
| Sum | 3570 |
| Variance | 117.62223 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 0 | 511 | |
| 2 | 119 | 7.6% |
| 4 | 59 | 3.8% |
| 6 | 19 | 1.2% |
| 8 | 19 | 1.2% |
| 16 | 11 | 0.7% |
| 12 | 9 | 0.6% |
| 14 | 9 | 0.6% |
| 26 | 9 | 0.6% |
| 24 | 7 | 0.4% |
| Other values (24) | 54 | 3.4% |
| (Missing) | 744 |
| Value | Count | Frequency (%) |
| 0 | 511 | |
| 2 | 119 | 7.6% |
| 4 | 59 | 3.8% |
| 6 | 19 | 1.2% |
| 8 | 19 | 1.2% |
| 10 | 6 | 0.4% |
| 12 | 9 | 0.6% |
| 14 | 9 | 0.6% |
| 16 | 11 | 0.7% |
| 18 | 4 | 0.3% |
| Value | Count | Frequency (%) |
| 82 | 1 | 0.1% |
| 78 | 1 | 0.1% |
| 72 | 1 | 0.1% |
| 64 | 2 | |
| 62 | 1 | 0.1% |
| 60 | 1 | 0.1% |
| 58 | 1 | 0.1% |
| 56 | 1 | 0.1% |
| 52 | 4 | |
| 50 | 2 |
events_d7
Real number (ℝ)
MISSING ZEROS
| Distinct | 41 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 744 |
| Missing (%) | 47.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.4915254 |
| Minimum | 0 |
|---|---|
| Maximum | 116 |
| Zeros | 494 |
| Zeros (%) | 31.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4 |
| 95-th percentile | 35.5 |
| Maximum | 116 |
| Range | 116 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 14.0542 |
|---|---|
| Coefficient of variation (CV) | 2.5592524 |
| Kurtosis | 16.815685 |
| Mean | 5.4915254 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.8621439 |
| Sum | 4536 |
| Variance | 197.52053 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=41)
| Value | Count | Frequency (%) |
| 0 | 494 | |
| 2 | 113 | 7.2% |
| 4 | 65 | 4.1% |
| 6 | 25 | 1.6% |
| 8 | 17 | 1.1% |
| 10 | 13 | 0.8% |
| 22 | 7 | 0.4% |
| 14 | 7 | 0.4% |
| 16 | 6 | 0.4% |
| 18 | 6 | 0.4% |
| Other values (31) | 73 | 4.6% |
| (Missing) | 744 |
| Value | Count | Frequency (%) |
| 0 | 494 | |
| 2 | 113 | 7.2% |
| 4 | 65 | 4.1% |
| 6 | 25 | 1.6% |
| 8 | 17 | 1.1% |
| 10 | 13 | 0.8% |
| 12 | 6 | 0.4% |
| 14 | 7 | 0.4% |
| 16 | 6 | 0.4% |
| 18 | 6 | 0.4% |
| Value | Count | Frequency (%) |
| 116 | 1 | 0.1% |
| 92 | 1 | 0.1% |
| 90 | 2 | |
| 82 | 1 | 0.1% |
| 80 | 1 | 0.1% |
| 76 | 2 | |
| 72 | 3 | |
| 66 | 2 | |
| 64 | 1 | 0.1% |
| 62 | 1 | 0.1% |
unique_events_d0
Real number (ℝ)
MISSING ZEROS
| Distinct | 29 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 744 |
| Missing (%) | 47.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5738499 |
| Minimum | 0 |
|---|---|
| Maximum | 58 |
| Zeros | 511 |
| Zeros (%) | 32.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 24 |
| Maximum | 58 |
| Range | 58 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 8.8462966 |
|---|---|
| Coefficient of variation (CV) | 2.4752849 |
| Kurtosis | 13.189366 |
| Mean | 3.5738499 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.5439918 |
| Sum | 2952 |
| Variance | 78.256964 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 0 | 511 | |
| 2 | 149 | 9.5% |
| 4 | 47 | 3.0% |
| 6 | 16 | 1.0% |
| 8 | 14 | 0.9% |
| 12 | 12 | 0.8% |
| 24 | 8 | 0.5% |
| 14 | 8 | 0.5% |
| 10 | 7 | 0.4% |
| 22 | 6 | 0.4% |
| Other values (19) | 48 | 3.1% |
| (Missing) | 744 |
| Value | Count | Frequency (%) |
| 0 | 511 | |
| 2 | 149 | 9.5% |
| 4 | 47 | 3.0% |
| 6 | 16 | 1.0% |
| 8 | 14 | 0.9% |
| 10 | 7 | 0.4% |
| 12 | 12 | 0.8% |
| 14 | 8 | 0.5% |
| 16 | 5 | 0.3% |
| 18 | 4 | 0.3% |
| Value | Count | Frequency (%) |
| 58 | 1 | 0.1% |
| 56 | 1 | 0.1% |
| 54 | 1 | 0.1% |
| 52 | 1 | 0.1% |
| 50 | 2 | |
| 48 | 1 | 0.1% |
| 46 | 1 | 0.1% |
| 44 | 3 | |
| 42 | 3 | |
| 40 | 4 |
unique_events_d7
Real number (ℝ)
MISSING ZEROS
| Distinct | 31 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 744 |
| Missing (%) | 47.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2106538 |
| Minimum | 0 |
|---|---|
| Maximum | 68 |
| Zeros | 494 |
| Zeros (%) | 31.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 29.5 |
| Maximum | 68 |
| Range | 68 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 10.448334 |
|---|---|
| Coefficient of variation (CV) | 2.4814043 |
| Kurtosis | 12.69885 |
| Mean | 4.2106538 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.5130522 |
| Sum | 3478 |
| Variance | 109.16769 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 0 | 494 | |
| 2 | 147 | 9.4% |
| 4 | 58 | 3.7% |
| 8 | 17 | 1.1% |
| 6 | 15 | 1.0% |
| 14 | 14 | 0.9% |
| 10 | 9 | 0.6% |
| 18 | 8 | 0.5% |
| 32 | 6 | 0.4% |
| 12 | 6 | 0.4% |
| Other values (21) | 52 | 3.3% |
| (Missing) | 744 |
| Value | Count | Frequency (%) |
| 0 | 494 | |
| 2 | 147 | 9.4% |
| 4 | 58 | 3.7% |
| 6 | 15 | 1.0% |
| 8 | 17 | 1.1% |
| 10 | 9 | 0.6% |
| 12 | 6 | 0.4% |
| 14 | 14 | 0.9% |
| 18 | 8 | 0.5% |
| 20 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 68 | 1 | 0.1% |
| 62 | 2 | 0.1% |
| 60 | 1 | 0.1% |
| 58 | 1 | 0.1% |
| 56 | 2 | 0.1% |
| 54 | 1 | 0.1% |
| 52 | 5 | |
| 50 | 2 | 0.1% |
| 46 | 4 | |
| 44 | 2 | 0.1% |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| summary_date | app_id | app_type | app_name | campaign_id | campaign_name | ad_id | ad_name | impressions | clicks | installs | spend | event_name | events_d0 | events_d7 | unique_events_d0 | unique_events_d7 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2022.06.14 | com.super.app | android | Super App 2000 | campaign_16 | Super campaign 16 | ad_16L8hGR | Super AD 16L8hGR | 82.0 | 46.0 | NaN | 0.00455 | super_event | NaN | NaN | NaN | NaN |
| 1 | 2022.07.10 | com.super.app | android | Super App 2000 | campaign_16 | Super campaign 16 | ad_16z49oF | Super AD 16z49oF | 1942.0 | 1226.0 | 2.0 | 0.88920 | super_event | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | 2022.07.05 | com.super.app | android | Super App 2000 | campaign_16 | Super campaign 16 | ad_16DpJ5e | Super AD 16DpJ5e | 116.0 | 2.0 | NaN | 0.00715 | super_event | NaN | NaN | NaN | NaN |
| 3 | 2022.06.01 | com.super.app | android | Super App 2000 | campaign_16 | Super campaign 16 | ad_16sutOl | Super AD 16sutOl | 15550.0 | 18.0 | 4.0 | 0.52455 | super_event | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | 2022.07.25 | com.super.app | android | Super App 2000 | campaign_16 | Super campaign 16 | ad_16ZEk4H | Super AD 16ZEk4H | 0.0 | 0.0 | 2.0 | 0.00000 | super_event | 0.0 | 0.0 | 0.0 | 0.0 |
| 5 | 2022.06.29 | com.super.app | android | Super App 2000 | campaign_16 | Super campaign 16 | ad_16zXhnZ | Super AD 16zXhnZ | 466.0 | 264.0 | 2.0 | 0.24765 | super_event | 0.0 | 0.0 | 0.0 | 0.0 |
| 6 | 2022.06.02 | com.super.app | android | Super App 2000 | campaign_16 | Super campaign 16 | ad_167wQ9K | Super AD 167wQ9K | 12.0 | 0.0 | NaN | 0.00130 | super_event | NaN | NaN | NaN | NaN |
| 7 | 2022.07.02 | com.super.app | android | Super App 2000 | campaign_16 | Super campaign 16 | ad_165Ir4s | Super AD 165Ir4s | 0.0 | 0.0 | NaN | 0.00000 | super_event | NaN | NaN | NaN | NaN |
| 8 | 2022.06.02 | com.super.app | android | Super App 2000 | campaign_16 | Super campaign 16 | ad_16SmxpJ | Super AD 16SmxpJ | 10.0 | 0.0 | NaN | 0.00065 | super_event | NaN | NaN | NaN | NaN |
| 9 | 2022.07.27 | com.super.app | android | Super App 2000 | campaign_16 | Super campaign 16 | ad_16OvRBM | Super AD 16OvRBM | 7382.0 | 614.0 | NaN | 2.21520 | super_event | NaN | NaN | NaN | NaN |
| summary_date | app_id | app_type | app_name | campaign_id | campaign_name | ad_id | ad_name | impressions | clicks | installs | spend | event_name | events_d0 | events_d7 | unique_events_d0 | unique_events_d7 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1560 | 2022.06.04 | com.super.app | android | Super App 2000 | campaign_16 | Super campaign 16 | ad_165Ir4s | Super AD 165Ir4s | 22.0 | 2.0 | NaN | 0.00260 | super_event | NaN | NaN | NaN | NaN |
| 1561 | 2022.07.06 | com.super.app | android | Super App 2000 | campaign_16 | Super campaign 16 | ad_16aRyUO | Super AD 16aRyUO | 10.0 | 4.0 | NaN | 0.00000 | super_event | NaN | NaN | NaN | NaN |
| 1562 | 2022.07.09 | com.super.app | android | Super App 2000 | campaign_16 | Super campaign 16 | ad_16V95hg | Super AD 16V95hg | 19304.0 | 12.0 | NaN | 0.31395 | super_event | NaN | NaN | NaN | NaN |
| 1563 | 2022.06.02 | com.super.app | android | Super App 2000 | campaign_16 | Super campaign 16 | ad_16iTkkR | Super AD 16iTkkR | 76552.0 | 92.0 | 18.0 | 4.31925 | super_event | 0.0 | 0.0 | 0.0 | 0.0 |
| 1564 | 2022.06.16 | com.super.app | android | Super App 2000 | campaign_16 | Super campaign 16 | ad_16L8hGR | Super AD 16L8hGR | 130.0 | 52.0 | NaN | 0.00390 | super_event | NaN | NaN | NaN | NaN |
| 1565 | 2022.06.25 | com.super.app | android | Super App 2000 | campaign_16 | Super campaign 16 | ad_16tke86 | Super AD 16tke86 | 62954.0 | 162.0 | NaN | 11.77605 | super_event | NaN | NaN | NaN | NaN |
| 1566 | 2022.06.11 | com.super.app | android | Super App 2000 | campaign_16 | Super campaign 16 | ad_16Qnvp6 | Super AD 16Qnvp6 | 28.0 | 6.0 | NaN | 0.00455 | super_event | NaN | NaN | NaN | NaN |
| 1567 | 2022.07.09 | com.super.app | android | Super App 2000 | campaign_16 | Super campaign 16 | ad_1658MjI | Super AD 1658MjI | 868.0 | 470.0 | NaN | 0.41340 | super_event | NaN | NaN | NaN | NaN |
| 1568 | 2022.07.08 | com.super.app | android | Super App 2000 | campaign_16 | Super campaign 16 | ad_16VAIpg | Super AD 16VAIpg | 7376.0 | 4366.0 | 4.0 | 3.01665 | super_event | 0.0 | 0.0 | 0.0 | 0.0 |
| 1569 | 2022.07.02 | com.super.app | android | Super App 2000 | campaign_16 | Super campaign 16 | ad_16L8hGR | Super AD 16L8hGR | 0.0 | 0.0 | 2.0 | 0.00000 | super_event | 0.0 | 0.0 | 0.0 | 0.0 |